{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from socialnetwork import *"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "domain=[(10,370)]*(len(people)*2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "import optimization"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.JpegImagePlugin.JpegImageFile image mode=RGB size=400x400 at 0x42D74F0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sol=optimization.randomoptimize(domain,crosscount)\n",
    "sol\n",
    "\n",
    "drawnetwork(sol)\n",
    "\n",
    "display(IMG.open('socialnetwork.jpg'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.JpegImagePlugin.JpegImageFile image mode=RGB size=400x400 at 0x42D75F0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sol=optimization.annealingoptimize(domain,crosscount)\n",
    "sol\n",
    "\n",
    "drawnetwork(sol)\n",
    "\n",
    "display(IMG.open('socialnetwork.jpg'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.07704734556074744\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.JpegImagePlugin.JpegImageFile image mode=RGB size=400x400 at 0x42D7EB0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sol=optimization.geneticoptimize(domain,crosscount)\n",
    "sol\n",
    "\n",
    "drawnetwork(sol)\n",
    "\n",
    "display(IMG.open('socialnetwork.jpg'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
